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bekimpilo's Projects

ai-bootcamp icon ai-bootcamp

Self-paced bootcamp on Generative AI, LLMs & AI Agents

bela-bill icon bela-bill

Build a chatbot powered by LlamaIndex that augments GPT 4o with the contents of the Bela Bill

chatpdf icon chatpdf

chat with pdf with mistral.ai + streamlit

covid-19-worldwide-evolution icon covid-19-worldwide-evolution

Dash 🚀 with animated scatter map on mapbox/plotly (COVID data) for tracking day to day evolution of COVID-19 through the world.

create-ui icon create-ui

Generate a working React codebase for a range of generative and semantic search UIs

fingpt_ icon fingpt_

FinGPT is an AI language model designed to understand and generate financial content. Built upon the GPT (Generative Pre-trained Transformer) architecture, FinGPT specializes in processing and analyzing financial data, making it an invaluable tool for financial professionals, researchers, and startups in the fintech sector.

generative-ai icon generative-ai

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

geospatial_analysis icon geospatial_analysis

This project aims to analyze Yelp user behavior based on geospatial locations, combining sentiment and geospatial analysis techniques. It identifies patterns and trends in user behavior across different locations through spatial segmentation and visualizations such as heat maps, scatter plots, and choropleth maps.

get-things-done-with-prompt-engineering-and-langchain icon get-things-done-with-prompt-engineering-and-langchain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

gliner icon gliner

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 24

gpt-newspaper icon gpt-newspaper

GPT based autonomous agent designed to create personalized newspapers tailored to user preferences.

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